Four of twelve models named Bettermode first on the direct prompt; zero named Facebook Groups. Bettermode was named by eleven of the twelve models and Facebook Groups by ten and Bettermode carries 40 labels and Facebook Groups 11, so the shares are not directly comparable.
Named in two categories this edition.
By Facebook, Colombia, founded 2004. Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the community platforms page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“eliminated its free plan and raised prices to $399+/month. No longer budget-friendly.” DeepSeek V4 Flash · budget prompt · hard negative
“Strongly avoid. Pattern of acquiring customers then degrading service.” Kimi K2 · negative prompt · hard negative
“Why to avoid: Major technical and support failures” Mistral Small · negative prompt · hard negative
“One of the most modern, highly customizable, and user-friendly platforms on the market... heavily utilized by mid-market tech companies.” Gemini 3.5 Flash · scale prompt · first choice
“Best Overall: Bettermode (formerly Tribe)... Bettermode offers the best balance of purpose-built features, integrations, and value” Mistral Small · direct prompt · first choice
“I'd recommend Bettermode as the best overall choice because it's specifically designed for B2B SaaS companies” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“AVOID for Business Communities... never build a business-critical community here.” Kimi K2 · negative prompt · hard negative
“they come with platform lock-in, limited control over the experience, and weak ownership of member data” Perplexity Sonar · negative prompt · soft negative
“Limitations: No data ownership, limited branding, poor monetization, algorithm-dependent” Qwen 3.7 Flash · budget prompt · soft negative
“Start with Facebook Groups or Discord to test community interest and engagement before investing in a paid platform.” GLM 4.7 FlashX · budget prompt · first choice
“free or near-free option like Discord or Facebook Groups ... weaker for branding, customer support workflows” GPT-5.4 mini · budget prompt · alternative
“Completely free and familiar to most users... though moderation can be more challenging.” Claude Haiku 4.5 · budget prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.